Zobrazeno 1 - 10
of 6 480
pro vyhledávání: '"P. Oster"'
Autor:
Tsutsui, Kenta, Brimer, Shany Biton, Ben-Moshe, Noam, Sellal, Jean Marc, Oster, Julien, Mori, Hitoshi, Ikeda, Yoshifumi, Arai, Takahide, Nakano, Shintaro, Kato, Ritsushi, Behar, Joachim A.
Atrial fibrillation (AF) is a common atrial arrhythmia that impairs quality of life and causes embolic stroke, heart failure and other complications. Recent advancements in machine learning (ML) and deep learning (DL) have shown potential for enhanci
Externí odkaz:
http://arxiv.org/abs/2406.16974
Global polynomial optimization is an important tool across applied mathematics, with many applications in operations research, engineering, and physical sciences. In various settings, the polynomials depend on external parameters that may be random.
Externí odkaz:
http://arxiv.org/abs/2406.08954
This paper is about learning the parameter-to-solution map for systems of partial differential equations (PDEs) that depend on a potentially large number of parameters covering all PDE types for which a stable variational formulation (SVF) can be fou
Externí odkaz:
http://arxiv.org/abs/2405.20065
Approximation of high dimensional functions is in the focus of machine learning and data-based scientific computing. In many applications, empirical risk minimisation techniques over nonlinear model classes are employed. Neural networks, kernel metho
Externí odkaz:
http://arxiv.org/abs/2402.01402
Autor:
Oster, Matthew R., Amburg, Ilya, Chatterjee, Samrat, Eisenberg, Daniel A., Thomas, Dennis G., Pan, Feng, Ganguly, Auroop R.
Resilient operation of interdependent infrastructures against compound hazard events is essential for maintaining societal well-being. To address consequence assessment challenges in this problem space, we propose a novel tri-level optimization model
Externí odkaz:
http://arxiv.org/abs/2310.10587
Non-deterministically behaving test cases cause developers to lose trust in their regression test suites and to eventually ignore failures. Detecting flaky tests is therefore a crucial task in maintaining code quality, as it builds the necessary foun
Externí odkaz:
http://arxiv.org/abs/2302.09330
Autor:
Faulstich, Fabian M., Oster, Mathias
Publikováno v:
SIAM Journal on Applied Algebra and Geometry 8.1 (2024): 138-188
Coupled cluster theory produced arguably the most widely used high-accuracy computational quantum chemistry methods. Despite the approach's overall great computational success, its mathematical understanding is so far limited to results within the re
Externí odkaz:
http://arxiv.org/abs/2211.10389
Autor:
Oster, Andrew M.
In this paper, we present a multi--layer, activity--dependent model for the joint development of ocular dominance (OD) columns and cytochrome oxidase (CO) blobs in primate primary visual cortex (V1). For simplicity, we focus on layers 4C and 2/3 with
Externí odkaz:
http://arxiv.org/abs/2208.10575
As the development of autonomous driving (AD) and advanced driver assistance systems (ADAS) progresses, the relevance of the comfort of users is gaining increasing interest. It becomes significant to test and validate perceived comfort performance fr
Externí odkaz:
http://arxiv.org/abs/2208.07208
Autor:
Biton, Shany, Aldhafeeri, Mohsin, Marcusohn, Erez, Tsutsui, Kenta, Szwagier, Tom, Elias, Adi, Oster, Julien, Sellal, Jean Marc, Suleiman, Mahmoud, Behar, Joachim A.
To drive health innovation that meets the needs of all and democratize healthcare, there is a need to assess the generalization performance of deep learning (DL) algorithms across various distribution shifts to ensure that these algorithms are robust
Externí odkaz:
http://arxiv.org/abs/2207.09667